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Sharenting and social media properties: exploring vicarious data harms and socio-technical mitigations

Sharenting and social media properties: exploring vicarious data harms and socio-technical mitigations
Sharenting and social media properties: exploring vicarious data harms and socio-technical mitigations
In this paper, we demonstrate how social media technologies can co-produce data-related harms unless preventative measures are instituted. To this end, we draw on a passive ethnography of a public Facebook group in the UK practicing sharenting which occurs when parents and guardians post sensitive and identifying information about children in their care on social media. Theoretically, we draw on the ‘harm translation’ concept from digital criminology and the ‘seductions of crime’ perspective from cultural criminology. Further we analyse documents on the operations of Facebook's content filtering algorithms published by Meta (Facebook's parent company). With insights from these sources, we demonstrate how platform technologies go beyond facilitation to the inadvertent co-production of harm via embedded mediative properties that shape user perception and action. We show that, in the specific context of sharenting, the properties invite rather than simply facilitate the practice and can also invite subsequent misuses of child-centric data. Through our analysis of these dynamics, we set out an empirical basis for challenging reductive depictions of social media technologies as solely facilitative of human action including harmful conduct. We also outline our vision to integrate insights from the analysis into a new sociotechnical harm prevention framework informed by Natural Language Processing approaches.
Facebook, Sharenting, harm, natural language processing, social media platforms
2053-9517
Ugwudike, Pamela
2faf9318-093b-4396-9ba1-2291c8991bac
Roth, Silke
cd4e63d8-bd84-45c1-b317-5850d2a362b6
Lavorgna, Anita
08dee148-90b2-45df-9437-aee60555d495
Middleton, Stuart E.
404b62ba-d77e-476b-9775-32645b04473f
Djohari, Natalie
90a32268-7e26-45f3-bd47-db9d5a3250ce
Tartari, Morena
4c6fe88a-b772-4c2f-b1ec-f0109dff6128
Mandal, Arpan
fe2999b6-bd83-4075-94b4-99674fc4a811
Ugwudike, Pamela
2faf9318-093b-4396-9ba1-2291c8991bac
Roth, Silke
cd4e63d8-bd84-45c1-b317-5850d2a362b6
Lavorgna, Anita
08dee148-90b2-45df-9437-aee60555d495
Middleton, Stuart E.
404b62ba-d77e-476b-9775-32645b04473f
Djohari, Natalie
90a32268-7e26-45f3-bd47-db9d5a3250ce
Tartari, Morena
4c6fe88a-b772-4c2f-b1ec-f0109dff6128
Mandal, Arpan
fe2999b6-bd83-4075-94b4-99674fc4a811

Ugwudike, Pamela, Roth, Silke, Lavorgna, Anita, Middleton, Stuart E., Djohari, Natalie, Tartari, Morena and Mandal, Arpan (2024) Sharenting and social media properties: exploring vicarious data harms and socio-technical mitigations. Big Data & Society, 11 (1). (doi:10.1177/20539517231219243).

Record type: Article

Abstract

In this paper, we demonstrate how social media technologies can co-produce data-related harms unless preventative measures are instituted. To this end, we draw on a passive ethnography of a public Facebook group in the UK practicing sharenting which occurs when parents and guardians post sensitive and identifying information about children in their care on social media. Theoretically, we draw on the ‘harm translation’ concept from digital criminology and the ‘seductions of crime’ perspective from cultural criminology. Further we analyse documents on the operations of Facebook's content filtering algorithms published by Meta (Facebook's parent company). With insights from these sources, we demonstrate how platform technologies go beyond facilitation to the inadvertent co-production of harm via embedded mediative properties that shape user perception and action. We show that, in the specific context of sharenting, the properties invite rather than simply facilitate the practice and can also invite subsequent misuses of child-centric data. Through our analysis of these dynamics, we set out an empirical basis for challenging reductive depictions of social media technologies as solely facilitative of human action including harmful conduct. We also outline our vision to integrate insights from the analysis into a new sociotechnical harm prevention framework informed by Natural Language Processing approaches.

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Accepted/In Press date: 10 November 2023
e-pub ahead of print date: 8 January 2024
Published date: 8 January 2024
Additional Information: Publisher Copyright: © The Author(s) 2024.
Keywords: Facebook, Sharenting, harm, natural language processing, social media platforms

Identifiers

Local EPrints ID: 484694
URI: http://eprints.soton.ac.uk/id/eprint/484694
ISSN: 2053-9517
PURE UUID: b9c5225c-cff1-4f51-95d6-839141eca781
ORCID for Pamela Ugwudike: ORCID iD orcid.org/0000-0002-1084-7796
ORCID for Silke Roth: ORCID iD orcid.org/0000-0002-8760-0505
ORCID for Stuart E. Middleton: ORCID iD orcid.org/0000-0001-8305-8176
ORCID for Natalie Djohari: ORCID iD orcid.org/0000-0002-7636-2863

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Date deposited: 20 Nov 2023 17:43
Last modified: 13 Apr 2024 02:06

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Contributors

Author: Pamela Ugwudike ORCID iD
Author: Silke Roth ORCID iD
Author: Anita Lavorgna
Author: Natalie Djohari ORCID iD
Author: Morena Tartari
Author: Arpan Mandal

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